Observed arrival · 2026-08-30
Avinash Rayudu’s Five AI Agents at Work
A personal case study of five AI agents handling outbound calls, invoicing, lead generation, operations alerts, and job-search assistance.
Field notes
Each case study presents a sequence of inputs, automated actions, and human handoffs rather than only naming an AI capability. Examples include qualification answers written into existing HubSpot properties, invoice dates checked against purchase orders before finance review, and order exceptions monitored across four sales channels. The author also connects the systems to a specific operational diagnosis: 42% of SKUs were reportedly blocked by unresolved stock flags, prompting a rebuild of the order-to-ship process.
Observed signals
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